"catastrophic overfitting" Papers

6 papers found

Filters:catastrophic overfittingClear all

Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Understanding and Improving Fast Adversarial Training against $l_0$ Bounded Perturbations

Xuyang Zhong, Yixiao Huang, Chen Liu

NEURIPS 2025

Catastrophic Overfitting: A Potential Blessing in Disguise

MN Zhao, Lihe Zhang, Yuqiu Kong et al.

ECCV 2024arXiv:2402.18211
1
citations

Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum

Tin Sum Cheng, Aurelien Lucchi, Anastasis Kratsios et al.

ICML 2024arXiv:2402.01297
12
citations

Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency

Runqi Lin, Chaojian Yu, Bo Han et al.

ICML 2024arXiv:2405.16262
6
citations

Preventing Catastrophic Overfitting in Fast Adversarial Training: A Bi-level Optimization Perspective

Zhaoxin Wang, Handing Wang, Cong Tian et al.

ECCV 2024arXiv:2407.12443
9
citations

Rethinking Fast Adversarial Training: A Splitting Technique To Overcome Catastrophic Overfitting

Masoumeh Zareapoor, Pourya Shamsolmoali

ECCV 2024